Started at: 16:43:45
({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {})
Epoch: 0
Training loss: 0.20329919241860434 - MSE: 0.3402557295436599
Validation loss : 0.18580390038815411 - MSE: 0.3241432956664492
Epoch: 1
Training loss: 0.1732676090095854 - MSE: 0.31724595576337034
Validation loss : 0.16568760144891162 - MSE: 0.31341614153228575
Epoch: 2
Training loss: 0.16030060382663902 - MSE: 0.3035005222248579
Validation loss : 0.1516422192481431 - MSE: 0.2875130449669631
Epoch: 3
Training loss: 0.1554781354509937 - MSE: 0.2979727920176376
Validation loss : 0.14750216573928343 - MSE: 0.28489314670482657
Epoch: 4
Training loss: 0.15081479527094038 - MSE: 0.2927710830201153
Validation loss : 0.14724563451653178 - MSE: 0.2861008250329437
Epoch: 5
Training loss: 0.1466910548621628 - MSE: 0.28974043263491844
Validation loss : 0.14556188587889526 - MSE: 0.28255917721777324
Epoch: 6
Training loss: 0.1464147042048159 - MSE: 0.28871972411446317
Validation loss : 0.14734464714472945 - MSE: 0.2857798778567098
Epoch: 7
Training loss: 0.14595557395652467 - MSE: 0.28856819400962264
Validation loss : 0.1446235611131697 - MSE: 0.28117785966411335
Epoch: 8
Training loss: 0.1449509447601241 - MSE: 0.2885284100938226
Validation loss : 0.1455823565748605 - MSE: 0.2817915015842891
Epoch: 9
Training loss: 0.1447959460771931 - MSE: 0.2872239444923332
Validation loss : 0.14529388951081218 - MSE: 0.2819837225561805
Epoch: 10
Training loss: 0.14472211318724046 - MSE: 0.28719455320410664
Validation loss : 0.14937494666964718 - MSE: 0.2843606734781727
Epoch: 11
Training loss: 0.144088552139586 - MSE: 0.28760964775038966
Validation loss : 0.14968568538174484 - MSE: 0.2861486726980596
Epoch: 12
Training loss: 0.14606445747886213 - MSE: 0.28844804390686263
Validation loss : 0.1448706823090712 - MSE: 0.28046784730610597
Epoch: 13
Training loss: 0.14478144813612634 - MSE: 0.2881406565554036
Validation loss : 0.15223626566655707 - MSE: 0.28788476966778725
Epoch: 14
Training loss: 0.13903559124106682 - MSE: 0.28273852721941334
Validation loss : 0.14466467048182632 - MSE: 0.2818046804860061
Epoch: 15
Training loss: 0.14228089620846177 - MSE: 0.28594855431899785
Validation loss : 0.14179454258445537 - MSE: 0.279193046159515
Epoch: 16
Training loss: 0.13887919387236464 - MSE: 0.2823545795451341
Validation loss : 0.14775521138852293 - MSE: 0.28455426443221177
Epoch: 17
Training loss: 0.13864240927744637 - MSE: 0.28109458266700194
Validation loss : 0.14809496587876117 - MSE: 0.28279495799750376
Epoch: 18
Training loss: 0.1387332887365128 - MSE: 0.28150766164938196
Validation loss : 0.14517276073721322 - MSE: 0.28345849166153503
Epoch: 19